{"id":"W2011190989","doi":"10.1155/2009/524237","title":"Microstructured and Photonic Bandgap Fibers for Applications in the Resonant Bio‐ and Chemical Sensors","year":2009,"lang":"en","type":"article","venue":"Journal of Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Analyte; Refractive index; Materials science; Absorption (acoustics); Optical fiber; Optoelectronics; Band gap; Microstructured optical fiber; Photonics; Core (optical fiber); Fiber; Optics; Plasmon; Photonic bandgap; Photonic crystal; Fiber optic sensor; Graded-index fiber; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672002,0.0001443267,0.0002297825,0.0001108714,0.00004415449,0.0000290303,0.0001022564,0.00008928841,0.000002098541],"category_scores_gemma":[0.00004965981,0.000101604,0.0000564593,0.0001484539,0.00007008703,0.00007825522,0.00000603326,0.000253603,4.061511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005565762,"about_ca_system_score_gemma":0.00001075966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.495064e-7,"about_ca_topic_score_gemma":0.000001023979,"domain_scores_codex":[0.9992063,0.00001589443,0.0003333197,0.0001146007,0.0001216301,0.0002082799],"domain_scores_gemma":[0.9994279,0.0002375969,0.00008724602,0.0001287334,0.00004347302,0.00007504121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003628204,0.00007927483,0.001187964,0.0001823344,0.0001545382,0.00009310339,0.01082407,0.0236766,0.9383744,0.0009045207,0.002060047,0.02210034],"study_design_scores_gemma":[0.01696276,0.00141135,0.1099897,0.000687848,0.0007167993,0.01150714,0.01930315,0.08734656,0.5716019,0.02430408,0.1531154,0.003053211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978108,0.00103152,0.0002642626,0.0004712123,0.0000485545,0.0002756553,0.000009827404,0.00001664376,0.00007156454],"genre_scores_gemma":[0.9873714,0.0003700041,0.01203129,0.00009338045,0.00009208996,0.000003566839,0.000001692638,0.00001888132,0.00001774217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3667724,"threshold_uncertainty_score":0.4143289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007098112094251109,"score_gpt":0.2320211835211475,"score_spread":0.2249230714268964,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}